Machine learning model monitoring: Best practices

The Google Cloud Sensitive Data Scanner now uses machine learning to detect human names within log data, improving accuracy beyond simple dictionary matching. This new capability helps organizations better identify and protect Personally Identifiable Information (PII) in their logs, aiding in compliance and data security. By leveraging ML, it reduces false positives and captures variations in naming conventions previously missed.